POLITICIAN IMAGE CLASSIFIER

A machine learning model where we classify famous Nigerian politicians. Model was Built with python's scikit-learn library and fined tuned with Grid Search CV for hyperparameter tuning.

POLITICIANS

• Bola Tinubu
• MUhammadu Buhari
• Atiku
• Peter OBi

🛠 Tech Stack

A list of technologies used within the project:

• Python
• Jupyter Notebook
• Open CV
• scikit-learn
• Flask
• PyWavalets
• Bootstrap

Featuers

• Image Processing and haarcarscades with opencv
• Image Transform and Feature Extraction with PyWavalets
• Model creation with scikit-learn, Logistic Regression performed best.
• Hyperparameter Tuning With Grid Search CV
• Saved Model with Joblib
• Flask Backend Integration
• Bootstrap, HTML and Javascript for Frontend

Installation and Usage

python3 -m venv env

pip install requiremenst.txt

jupyter notebook

flask run

🔗 Links